Another end-to-end coreference resolution model given by [1]} leverages the biaffine attention model instead of pure feed forward networks to computer antecedent scores, and the model is being trained by jointly optimizing the mention detection accuracy and the mention clustering log-likelihood given the mention cluster labels. In our system, we also refer their biaffine model structure to improve our actor-critic model performance.
